Privacy-Preserving Collaborative Learning Through Feature Extraction.
Alireza SarmadiHao FuPrashanth KrishnamurthySiddharth GargFarshad KhorramiPublished in: IEEE Trans. Dependable Secur. Comput. (2024)
Keyphrases
- privacy preserving
- collaborative learning
- feature extraction
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- learning process
- privacy protection
- private information
- preprocessing
- multi party
- horizontally partitioned data
- face recognition
- differential privacy
- record linkage
- sensitive data
- feature selection
- naive bayesian classification
- feature space
- private data
- privacy concerns
- data privacy
- sensitive information
- privacy sensitive
- privacy guarantees
- partitioned data
- data perturbation
- scalar product
- privacy preserving classification
- personal data
- feature set
- principal component analysis
- secure multiparty computation
- privacy requirements
- horizontally partitioned
- user privacy
- knn
- privacy preserving association rule mining